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Swapnali JSJ
Looking for a job

Swapnali J

@swapnalij

I transform complex oncology EMRs into structured, AI-ready clinical datasets for research and analytics.

India
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What I'm looking for

I'm looking to apply my oncology abstraction, clinical interpretation, and AI-ready dataset experience to accurate, scalable healthcare data work supporting research, analytics, and responsible AI development.

At Omega Healthcare (Vasta Bioinformatics), I perform advanced oncology EMR abstraction across multiple tumor types, converting unstructured records into structured, research-ready datasets for analytics and AI training pipelines.

I interpret pathology, treatment regimens, staging details, and longitudinal patient data while applying evolving oncology guidelines and protocols. I also identify abstraction variation, help standardize annotation practices, resolve clinical data discrepancies, and mentor new analysts.

Before moving into healthcare data, I delivered pediatric neuro-rehabilitation and sensory integration therapy at Deenanath Mangeshkar Hospital. I designed individualized recovery plans, tracked measurable outcomes, and educated families on long-term rehabilitation strategies.

With 8+ years across clinical practice and oncology data abstraction, plus AI in Healthcare training, I bring clinical accuracy, data harmonization, compliance awareness, and high-volume remote workflow discipline.

Experience

Work history, roles, and key accomplishments

OH
Current

Senior Medical Data Analyst

Omega Healthcare

Nov 2021 - Present (4 years 10 months)

Performs advanced oncology EMR abstraction across multiple tumor types, interprets complex clinical documentation, and transforms unstructured medical records into structured, research-ready datasets for analytics and AI training pipelines. Mentors new analysts and collaborates with cross-functional teams to resolve clinical data discrepancies.

Education

Degrees, certifications, and relevant coursework

DN

D.E.S BJ College of Physiotherapy, MUHS Nashik

Master of Physiotherapy, Neurosciences

Completed Master of Physiotherapy in Neurosciences from D.E.S BJ College of Physiotherapy, MUHS Nashik in 2017.

MN

Maharashtra Institute of Physiotherapy, MUHS Nashik

Bachelor of Physiotherapy, Physiotherapy

Completed Bachelor of Physiotherapy from Maharashtra Institute of Physiotherapy, MUHS Nashik in 2013.

Tech stack

Software and tools used professionally

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